OBJECTIVE: The present investigation examined the extent of publicatio
n bias (namely the tendency to publish significant findings and file a
way non-significant findings) within the obesity treatment literature.
DESIGN: Quantitative literature synthesis of four published meta-anal
yses from the obesity treatment literature. Interventions in these stu
dies included pharmacological, educational, child, and couples treatme
nts. METHODS: To assess publication bias, several regression procedure
s (for example weighted least-squares, random-effects multi-level mode
ling, and robust regression methods) were used to regress effect sizes
onto their standard errors, or proxies thereof, within each of the fo
ur meta-analysis. A significant positive beta weight in these analyses
signified publication bias. RESULTS: There was evidence for publicati
on bias within two of the four published meta-analyses, such that revi
ews of published studies were likely to overestimate clinical efficacy
. The lack of evidence for publication bias within the two other meta-
analyses might have been due to insufficient statistical power rather
than the absence of selection bias. CONCLUSIONS: As in other disciplin
es, publication bias appears to exist in the obesity treatment literat
ure. Suggestions are offered for managing publication bias once identi
fied or reducing its likelihood in the first place.